The use of email as a key form of communication has led to an increase in uninvited and potentially hazardous spam messages. This study presents a comprehensive approach to classifying emails as either spam or ham using logistic regression. Leveraging a dataset obtained from Kaggle, we performed extensive exploratory data analysis (EDA) with visualizations such as pie charts, bar ...